Distinct substance use patterns and risk of unintentional injury, violence, and mortality in adolescence: a latent class analysis and 8-year prospective cohort study of 68 301 students aged 15–19 years
Adolescence is a life stage characterized by physical, social, and emotional changes including a shift towards peer orientation and an explorative approach to substance use. Previously, we identified distinct adolescent substance use patterns. Here we characterized adolescents with distinct patterns of substance use and tested whether patterns were associated with acute outcomes. Data from the Danish National Youth Cohort 2014, comprising 68 301 participants aged 15-19 years attending upper secondary education, were used. Previously identified substance use patterns were Alcohol Only (48.8%), Frequent Binge Drinking (23.3%), Experimental Use (16.3%), and Early Multiple Use (11.6%). Adolescents with distinct substance use patterns were characterized by adverse childhood experiences, social networks, parental support, and mental health. Associations between patterns and the risk of unintentional injury, violence, and mortality were assessed over an 8.2-year follow-up period. An accumulation of adverse childhood experiences, lack of parental support and poor mental health were observed in adolescents with most substance use. Substance use patterns were associated with the risk of unintentional injury, violence, and mortality in a dose-dependent manner. For instance, compared to Alcohol Only, hazard ratios (95% CI) for severe unintentional injury were 1.25 (1.08-1.44), 1.40 (1.17-1.66), 1.50 (1.25-1.79) for adolescents with Frequent Binge Drinking, Experimental Use, and Early Multiple Use. Adolescent substance use patterns were associated with short- and long-term risks of acute health outcomes. Additionally, disadvantages cluster in adolescents with more substance use, highlighting the aggregation and potential interaction of challenges faced by vulnerable subgroups that extend into adulthood.
Authors
- Janne Schurmann Tolstrup (ORCID: https://orcid.org/0000-0002-9796-3967)
- Sarah W. Feldstein Ewing (ORCID: https://orcid.org/0000-0002-9120-9306)
- Sofie Kruckow (ORCID: https://orcid.org/0000-0002-2312-6795)
- Amy E. Peden (ORCID: https://orcid.org/0000-0002-6424-1511)
- Maja Bramming (ORCID: https://orcid.org/0000-0001-8782-1511)
- Simone Gad Kjeld (ORCID: https://orcid.org/0000-0001-6883-8764)
- Konstanze D. Römer
- E R Hansen
Institutions
- University of Southern Denmark (DK)
- Aarhus University (DK)
- Australian Institute of Tropical Health and Medicine (AU)
- UNSW Sydney (AU)
- UConn Health (US)
- James Cook University (AU)
Publication Details
- Journal
- European Journal of Public Health
- Published
- 2025-10-07
- DOI
- https://doi.org/10.1093/eurpub/ckaf192
- Primary Topic
- Injury Epidemiology and Prevention
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- TrygFonden
- Medical Research Council
- National Health and Medical Research Council